OpenCodePapers
anomaly-detection-on-road-anomaly
Anomaly Detection
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Paper
Code
AP
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FPR95
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ModelName
ReleaseDate
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[]()
95.21
2.11
OodDINO
RbA: Segmenting Unknown Regions Rejected by All
✓ Link
90.28
4.92
RbA
2022-11-25
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond
✓ Link
89.1
8.8
DOoD
2024-07-22
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection
✓ Link
85.6
9.8
cDNP
2022-11-12
Unmasking Anomalies in Road-Scene Segmentation
✓ Link
79.70
13.45
Mask2Anomaly
2023-07-25
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
✓ Link
71.61
17.74
RPL+CoroCL
2022-11-26
Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
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45.10
44.58
PEBAL
2021-11-24
Pixel-wise Anomaly Detection in Complex Driving Scenes
✓ Link
41.83
59.72
Synboost
2021-03-09
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
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25.82
49.74
SML
2021-07-23
Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation
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24.86
64.69
SynthCP
2020-03-18